{"id":"W7096009128","doi":"","title":"Airline and EpiPen ® Marketer Want Travelers at Risk of Severe Allergic Reactions to Feel Better Prepared","year":2016,"lang":"en","type":"article","venue":"","topic":"Topic Modeling","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anaphylactic reactions; Anaphylaxis; Allergic reaction; Risk management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001011764,0.0006480156,0.00027597,0.0003217726,0.003841432,0.003204655,0.000484337,0.004367799,0.1031303],"category_scores_gemma":[0.005114348,0.0003467822,0.0005974304,0.0002674527,0.001029083,0.00430266,0.001670273,0.004091606,0.02174502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001109593,"about_ca_system_score_gemma":0.001877472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01420383,"about_ca_topic_score_gemma":0.02247582,"domain_scores_codex":[0.9986884,0.0002628482,0.00007320341,0.0001456221,0.0005125511,0.0003174469],"domain_scores_gemma":[0.9972296,0.000332859,0.0003345519,0.0001388015,0.001037665,0.0009265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007363014,0.00007884203,0.0028896,0.00008390369,0.0000132954,0.0006672741,0.0007523295,0.00002478063,0.0009594435,0.001210931,0.9601983,0.03304782],"study_design_scores_gemma":[0.00002810954,0.0001583366,0.004127168,0.0001009705,0.00001753924,0.001183279,0.003967907,0.00008146527,0.0006700599,0.0003813208,0.9892541,0.00002974684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02688629,0.00696562,0.002845988,0.6659506,0.02605964,0.0002051753,0.0007969771,0.00185688,0.2684329],"genre_scores_gemma":[0.09130678,0.006134583,0.003657266,0.3777028,0.005395767,0.0001056315,0.0007719727,0.0003127375,0.5146125],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1031303,"threshold_uncertainty_score":0.3450053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412706220175233,"score_gpt":0.2233916864420106,"score_spread":0.2092646242402583,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}